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LLaMA-Factory-2.md · 1.1 KiB · Markdown Ham

Approach
Full-tuning
Freeze-tuning
LoRA
QLoRA


Pre-Training
✅
✅
✅
✅

Supervised Fine-Tuning
✅
✅
✅
✅

Reward Modeling
✅
✅
✅
✅

PPO Training
✅
✅
✅
✅

DPO Training
✅
✅
✅
✅

KTO Training
✅
✅
✅
✅

ORPO Training
✅
✅
✅
✅

SimPO Training
✅
✅
✅
✅

Approach	Full-tuning	Freeze-tuning	LoRA	QLoRA
Pre-Training	✅	✅	✅	✅
Supervised Fine-Tuning	✅	✅	✅	✅
Reward Modeling	✅	✅	✅	✅
PPO Training	✅	✅	✅	✅
DPO Training	✅	✅	✅	✅
KTO Training	✅	✅	✅	✅
ORPO Training	✅	✅	✅	✅
SimPO Training	✅	✅	✅	✅

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